Behaviour-based short-term invoice probability of default evaluation
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DOI: 10.1016/j.ejor.2016.08.039
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- Pagano, Marco & Jappelli, Tullio, 1993.
"Information Sharing in Credit Markets,"
Journal of Finance, American Finance Association, vol. 48(5), pages 1693-1718, December.
- Jappelli, Tullio & Pagano, Marco, 1991. "Information Sharing in Credit Markets," CEPR Discussion Papers 579, C.E.P.R. Discussion Papers.
- John S. Earle & Klara Z. Sabirianova, 2002.
"How Late to Pay? Understanding Wage Arrears in Russia,"
Journal of Labor Economics, University of Chicago Press, vol. 20(3), pages 661-707, July.
- John S. Earle & Klara Sabirianova Peter, "undated". "How Late to Pay? Understanding Wage Arrears in Russia," Upjohn Working Papers jse20023, W.E. Upjohn Institute for Employment Research.
- John S. Earle & Klara Z. Sabirianova, 2002. "How Late to Pay? Understanding Wage Arrears in Russia," Upjohn Working Papers 02-77, W.E. Upjohn Institute for Employment Research.
- Premachandra, I.M. & Bhabra, Gurmeet Singh & Sueyoshi, Toshiyuki, 2009. "DEA as a tool for bankruptcy assessment: A comparative study with logistic regression technique," European Journal of Operational Research, Elsevier, vol. 193(2), pages 412-424, March.
- Teemu Kautonen & Marco van Gelderen & Erno T. Tornikoski, 2013. "Predicting entrepreneurial behaviour: a test of the theory of planned behaviour," Applied Economics, Taylor & Francis Journals, vol. 45(6), pages 697-707, February.
- Barro, Diana & Basso, Antonella, 2010.
"Credit contagion in a network of firms with spatial interaction,"
European Journal of Operational Research, Elsevier, vol. 205(2), pages 459-468, September.
- Diana Barro & Antonella Basso, 2008. "Credit contagion in a network of firms with spatial interaction," Working Papers 186, Department of Applied Mathematics, Università Ca' Foscari Venezia.
- Doumpos, M. & Kosmidou, K. & Baourakis, G. & Zopounidis, C., 2002. "Credit risk assessment using a multicriteria hierarchical discrimination approach: A comparative analysis," European Journal of Operational Research, Elsevier, vol. 138(2), pages 392-412, April.
- Dionne, Georges & Laajimi, Sadok, 2012.
"On the determinants of the implied default barrier,"
Journal of Empirical Finance, Elsevier, vol. 19(3), pages 395-408.
- Georges Dionne & Sadok Laajimi, 2009. "On the Determinants of the Implied Default Barrier," Cahiers de recherche 0914, CIRPEE.
- Dionne, Georges & Laajimi, Sadok, 2011. "On the determinants of the implied default barrier," Working Papers 09-2, HEC Montreal, Canada Research Chair in Risk Management.
- Bing Zhu & Changzheng He & Xiaoyi Jiang, 2015. "Customer choice prediction based on transfer learning," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 66(6), pages 1044-1051, June.
- Li, Ming-Yuan Leon & Miu, Peter, 2010. "A hybrid bankruptcy prediction model with dynamic loadings on accounting-ratio-based and market-based information: A binary quantile regression approach," Journal of Empirical Finance, Elsevier, vol. 17(4), pages 818-833, September.
- Yao, Xiao & Crook, Jonathan & Andreeva, Galina, 2015. "Support vector regression for loss given default modelling," European Journal of Operational Research, Elsevier, vol. 240(2), pages 528-538.
- Sergei A. Davydenko & Ilya A. Strebulaev, 2007. "Strategic Actions and Credit Spreads: An Empirical Investigation," Journal of Finance, American Finance Association, vol. 62(6), pages 2633-2671, December.
- Kim, Hong Sik & Sohn, So Young, 2010. "Support vector machines for default prediction of SMEs based on technology credit," European Journal of Operational Research, Elsevier, vol. 201(3), pages 838-846, March.
- Wang, Ashley W. & Zhang, Gaiyan, 2009. "Institutional ownership and credit spreads: An information asymmetry perspective," Journal of Empirical Finance, Elsevier, vol. 16(4), pages 597-612, September.
- Hu, Yu-Chiang & Ansell, Jake, 2007. "Measuring retail company performance using credit scoring techniques," European Journal of Operational Research, Elsevier, vol. 183(3), pages 1595-1606, December.
- Kosmidou K. & Doumpos M. & Zopounidis C., 2002. "A Multicriteria Hierarchical Discrimination Approach for Credit Risk Problems," European Research Studies Journal, European Research Studies Journal, vol. 0(1-2), pages 53-68, January -.
- Leow, Mindy & Crook, Jonathan, 2014. "Intensity models and transition probabilities for credit card loan delinquencies," European Journal of Operational Research, Elsevier, vol. 236(2), pages 685-694.
- Davidson, Ian & Tayi, Giri, 2009. "Data preparation using data quality matrices for classification mining," European Journal of Operational Research, Elsevier, vol. 197(2), pages 764-772, September.
- Tong, Edward N.C. & Mues, Christophe & Thomas, Lyn C., 2012. "Mixture cure models in credit scoring: If and when borrowers default," European Journal of Operational Research, Elsevier, vol. 218(1), pages 132-139.
- Finlay, Steven, 2010. "Credit scoring for profitability objectives," European Journal of Operational Research, Elsevier, vol. 202(2), pages 528-537, April.
- R Florez-Lopez, 2010. "Effects of missing data in credit risk scoring. A comparative analysis of methods to achieve robustness in the absence of sufficient data," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(3), pages 486-501, March.
- Allen, Franklin, 1981. "The Prevention of Default," Journal of Finance, American Finance Association, vol. 36(2), pages 271-276, May.
- Michael Wood & Theodore Noseworthy & Scott Colwell, 2013. "If You Can’t See the Forest for the Trees, You Might Just Cut Down the Forest: The Perils of Forced Choice on “Seemingly” Unethical Decision-Making," Journal of Business Ethics, Springer, vol. 118(3), pages 515-527, December.
- Blöchlinger, Andreas, 2012. "Validation of Default Probabilities," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(5), pages 1089-1123, October.
- Jappelli, Tullio & Pagano, Marco, 2002.
"Information sharing, lending and defaults: Cross-country evidence,"
Journal of Banking & Finance, Elsevier, vol. 26(10), pages 2017-2045, October.
- Tullio Jappelli & Marco Pagano, 1999. "Information Sharing, Lending and Defaults: Cross-Country Evidence," CSEF Working Papers 22, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
- Jappelli, Tullio & Pagano, Marco, 1999. "Information Sharing, Lending and Defaults: Cross-Country Evidence," CEPR Discussion Papers 2184, C.E.P.R. Discussion Papers.
- Altman, Edward I. & Rijken, Herbert A., 2004. "How rating agencies achieve rating stability," Journal of Banking & Finance, Elsevier, vol. 28(11), pages 2679-2714, November.
- Li Chen & A. Gürhan Kök & Jordan D. Tong, 2013. "The Effect of Payment Schemes on Inventory Decisions: The Role of Mental Accounting," Management Science, INFORMS, vol. 59(2), pages 436-451, September.
- Delia Coculescu & Hélyette Geman & Monique Jeanblanc, 2008. "Valuation of default-sensitive claims under imperfect information," Finance and Stochastics, Springer, vol. 12(2), pages 195-218, April.
- Ju, Yonghan & Jeon, Song Yi & Sohn, So Young, 2015. "Behavioral technology credit scoring model with time-dependent covariates for stress test," European Journal of Operational Research, Elsevier, vol. 242(3), pages 910-919.
- Orth, Walter, 2013. "Multi-period credit default prediction with time-varying covariates," Journal of Empirical Finance, Elsevier, vol. 21(C), pages 214-222.
- Crouhy, Michel & Galai, Dan & Mark, Robert, 2000. "A comparative analysis of current credit risk models," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 59-117, January.
- Wolter, Marcus & Rösch, Daniel, 2014. "Cure events in default prediction," European Journal of Operational Research, Elsevier, vol. 238(3), pages 846-857.
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Cited by:
- Wanying Song & Jian Min & Jianbo Yang, 2023. "Credit Risk Assessment of Heavy-Polluting Enterprises: A Wide- ℓ p Penalty and Deep Learning Approach," Mathematics, MDPI, vol. 11(16), pages 1-19, August.
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Keywords
Probability of default; Data sharing; Behavioural analytics; Credit risk; Strategic default;All these keywords.
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